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PepsiCo, Inc. (PEP) vs Dow Jones Industrial Average
Correlation
of % moves
+37%
In sync
of periods
64%
History
daysdays · through 2026-05-21
1,250
These move in the same direction about 64% of the time
Their swing sizes only faintly line up (~14% of the pattern is shared).
A real but noisy link — useful as context, risky as a standalone signal.
Both lines start at the same point — easy to compare when growth rates are similar.
What to Watch
Holds in both up and down markets
The relationship is similar whether prices are rising or falling — reliable in both directions.
Advanced
Statistics
In sync(i)
64.2%
Headline metric
Movement correlation(i)
+37%
Based on % moves
95% CI
+32% → +42%
Likely range of correlation
Pipeline
Pipeline Summary
1,250 paired data points survived the daily window.
Raw input
1,254
2,514
Normalized
1,254
2,514
Prepared
1,254
2,514
Aligned
1,250
1,250
Invalid removed
R²(i)
13.6%
Variance explained
Significance
p < 0.001
Statistical confidence
Data points
1,250
Deep
Time-Shifted Correlation
See how correlation changes when one series is offset in time. A taller bar at a non-zero shift means the two move together better when one leads the other — that's a potential lead/lag signal.
Correlation by shift
Click a bar to inspect. Range: -6 to 6 days.
Selected shift
No shift
Correlation at this shift
+37%
No shift — both series at their actual dates.
1,249 overlapping points at this shift
Baseline
+37%
No-shift correlation, matching the main time-series chart above.
Peak shift
No shift
+37%
A non-zero peak suggests one series lines up better when shifted against the other.
Stability
How the correlation evolves over time. A stable line means the relationship is reliable; large swings signal regime-dependent behavior.
Do They Crash Together?
How these series behave when markets are rising, falling, or diverging. A correlation that holds in drawdowns is very different from one that only works in rallies.
Both Rising
+54%
55 periods · Return correlation when both series rose
Both Falling
+38%
43 periods · Return correlation when both series fell
Diverging
-70%
48 periods · Return correlation when series moved apart
Scatter
0
A: 0 / B: 0
Duplicates removed
0
A: 0 / B: 0
Alignment drops
1,268
A: 4 / B: 1264
Series A
PepsiCo, Inc. (PEP)
PEP
Stock · 1,254 raw → 1,254 prepared
Series B
Dow Jones Industrial Average
DJIA
FRED · 2,514 raw → 2,514 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
17
Estimated crossover points between normalized spreads.
Slope
0.2987
Linear regression slope.
Intercept
0.0003
Linear regression intercept.
Saved 3 weeks ago · ID: fred-djia_stock-pep_daily_5y